Introduction Scikit-learn pipelines are presented as a powerful yet often underestimated feature for constructing efficient and modular machine learning workflows. They offer a structured approach to chaining together multiple data preprocessing and modeling steps, thereby streamlining the development process and enhancing the robustness of machine learning projects. This analysis delves into the specific tricks and…